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A Sensorless Suction-Index based Feedback Control Strategy for Rotary Right Ventricular Assist Devices

机译:基于无传感器吸入索引的旋转右心室辅助装置的反馈控制策略

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Objective: The rotary right ventricular assist devices (RVAD) are mechanical pumps used to provide long-term circulatory support for the patients with right heart failure, which often occurs after occurrence of left heart failure or on its own. In this study, we proposed a new sensorless and suction index (SI) based control algorithm in order to provide sufficient cardiac output and achieve suction avoidance under varying physical activities. Methods: The proposed SI control strategy used a gain-scheduled proportional-integral (PI) controller to maintain the actual calculated values of SI close to a user-defined reference value. SI was extracted based on the RVAD flow rates, which were estimated from the intrinsic pump parameter (noisy pump speed measurements) using Golay-Savitzky (GS) filters. A nonlinear model of the human circulatory system was coupled with the RVAD to evaluate performance of the SI control strategy in-silico. The proposed SI control algorithm was compared to the constant pump speed (RPM) control strategy during (1) rest and exercise conditions, and (2) a rapid 2-fold increase in vena caval resistance (VCR) for (1). Results and Conclusion: The SI control strategy effectively avoided suction events while providing sufficient cardiac output during varying physiologic conditions and was better than the constant RPM control strategy. Significance: The proposed SI control method can eliminate the unreliable and non-long-term used sensors, and can be easily applied to current pumps for suction prevention and physiological perfusion.
机译:目的:旋转右心室辅助装置(RVAD)是用于为右心力衰竭的患者提供长期循环支持的机械泵,这通常发生在左心力衰竭或其自身后发生。在这项研究中,我们提出了一种新的无传感器和吸入指数(SI)的控制算法,以提供足够的心输出并在不同的体力活动下实现吸入避免。方法:所提出的SI控制策略使用增益预定的比例积分(PI)控制器来维持靠近用户定义的参考值的SI的实际计算值。基于RVAD流速提取Si,其使用Golay-Savitzky(GS)滤波器从内在泵参数(噪声泵速度测量)估计。人循环系统的非线性模型与RVAD相结合,以评估硅中Si控制策略的性能。将所提出的Si控制算法与(1)静止和运动条件期间的恒定泵速(RPM)控制策略进行比较,并且(2)腔搏击(VCR)的快速2倍增加(1)。结果与结论:SI控制策略有效避免了抽吸事件,同时提供了在不同的生理条件下提供足够的心脏输出,并且优于恒定的RPM控制策略。意义:所提出的SI控制方法可以消除不可靠和非长期使用的传感器,并且可以轻松应用于用于吸入和生理灌注的电流泵。

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